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ICML
2004
IEEE
14 years 3 months ago
Online learning of conditionally I.I.D. data
In this work we consider the task of relaxing the i.i.d assumption in online pattern recognition (or classification), aiming to make existing learning algorithms applicable to a ...
Daniil Ryabko
ICASSP
2009
IEEE
14 years 4 months ago
Independent component analysis for noisy speech recognition
Independent component analysis (ICA) is not only popular for blind source separation but also for unsupervised learning when the observations can be decomposed into some independe...
Hsin-Lung Hsieh, Jen-Tzung Chien, Koichi Shinoda, ...
ASPDAC
2006
ACM
91views Hardware» more  ASPDAC 2006»
14 years 3 months ago
Statistical corner conditions of interconnect delay (corner LPE specifications)
- Timing closure in LSI design becomes more and more difficult. But the conventional interconnect RC extraction method have over-margins caused by its corner conditions settings. I...
Kenta Yamada, Noriaki Oda
ICASSP
2009
IEEE
14 years 4 months ago
Reducing F0 Frame Error of F0 tracking algorithms under noisy conditions with an unvoiced/voiced classification frontend
In this paper, we propose an F0 Frame Error (FFE) metric which combines Gross Pitch Error (GPE) and Voicing Decision Error (VDE) to objectively evaluate the performance of fundame...
Wei Chu, Abeer Alwan
UAI
2001
13 years 11 months ago
A Bayesian Multiresolution Independence Test for Continuous Variables
In this paper we present a method of computing the posterior probability of conditional independence of two or more continuous variables from data, examined at several resolutions...
Dimitris Margaritis, Sebastian Thrun